ContextualWisdomLab · seonghobae · Aug 25, 2026 · Aug 13, 2026 · Aug 13, 2026 · Aug 13, 2026
diff --git a/.github/workflows/docs-quality.yml b/.github/workflows/docs-quality.yml
@@ -2,12 +2,18 @@ name: Documentation Quality
 
 on:
   pull_request:
+    types:
+      - opened
+      - synchronize
+      - reopened
+      - ready_for_review
     paths:
       - "**/*.md"
       - "**/*.json"
       - ".github/workflows/**"
       - "scripts/validate_documentation.py"
       - "tests/quality/test_validate_documentation.py"
+      - "crates/**"
   push:
     branches:
       - main
@@ -17,6 +23,7 @@ on:
       - ".github/workflows/**"
       - "scripts/validate_documentation.py"
       - "tests/quality/test_validate_documentation.py"
+      - "crates/**"
   workflow_dispatch:
 
 permissions:

diff --git a/.gitignore b/.gitignore
@@ -7,3 +7,5 @@ __pycache__/
 *.py[cod]
 .pytest_cache/
 /.codegraph/
+node_modules/
+origin/
diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md
@@ -53,16 +53,16 @@ boundaries above remain the target modular MSA architecture.
 |---|---|
 | `evidence_core` | immutable evidence domain primitives |
 | `semantic_core` | span-grounded semantic units; language is not identity |
+| `location_membership` | location is not entity identity and not a language channel |
 | `temporal_core` | typed clocks, intervals, and temporal reasoning |
-| `event_core` | event instances, mentions, roles, and provenance |
+| `event_core` | event instances, mentions, roles, provenance, and CHRONOS occurrence-prediction calibration |
 | `relation_graph` | typed relations and forward-transition validation |
 | `membership_core` | time-varying cross-classified multiple membership, Kish ESS, nested ICC with non-nested refusal |
 | `persistence_postgres` | PostgreSQL repositories and migrations |
 | `corpus_split` | cutoff-safe, relation-aware partitioning |
 | `tepp_simulation` | known-truth temporal/event data generation |
-| `validation_core` | RMSE, bias, coverage, graph, and Monte Carlo metrics |
+| `validation_core` | RMSE, bias, coverage, graph, Monte Carlo, and exact-head claim-promotion metrics |
 | `tepp_api` | versioned DTO, schema, and export contracts |
-| `location_membership` | location is not entity identity and not a language channel |
 | `prompt_source` | prompt boilerplate is not unique latent content and not stopword deletion |
 | `corpus_background` | corpus-background wording is not unique latent content and not stopword deletion |
 | `modality_source` | non-lexical modality is not unique latent content and not stopword deletion |
@@ -99,12 +99,18 @@ boundaries above remain the target modular MSA architecture.
 | `interpretation_gateway` | evidence-bounded LLM interpretations; not estimators or observed facts |
 | `model_selection` | statistical/Pareto candidate-`K` gates; LLM votes are not numerical authority |
 | `checkpoint_authority` | a model checkpoint is not the CPU `f64` estimator |
+| `compute_backend` | VRAM-budgeted streamed planning, executable OOM retry plans, and a compensated CPU `f64` reference |
+| `episode_membership` | episode membership cannot escape the episode event-time interval |
 | `membership_target` | language, episode, template, department, and opportunity-pool targets cannot collapse into entity or project |
 
 
 Foundation crates expose only tested contracts. Empty façades are not public
 APIs.
 
+No crate exposes placeholder production behavior in Task 1. This prevents an
+empty façade from becoming a de facto public API before its invariants and tests
+exist.
+
 ## Immutable evidence boundary
 
 Task 2 begins the executable `evidence_core` boundary. Stable RFC 9562 `UUIDv7`
@@ -158,6 +164,8 @@ TEPP stores event/valid time, assertion time, document time, system time, availa
 \operatorname{available\_time}(d) \leq \operatorname{knowledge\_cutoff}.
 \]
 
+When availability is an interval, every possible instant in that interval must satisfy the inequality. Unknown or open-ended availability that can extend past the cutoff fails closed; event time and document time cannot substitute for availability.
+
 Forward transition edges require a temporally valid partial order. Retrospective, revision, translation, citation, support, and contradiction relations retain their direction and provenance but do not create reverse state transitions.
 
 ## Measurement invariants

diff --git a/CHANGELOG.md b/CHANGELOG.md
diff --git a/Cargo.lock b/Cargo.lock
diff --git a/Cargo.toml b/Cargo.toml
@@ -49,8 +49,9 @@ members = [
     "crates/interpretation_gateway",
     "crates/model_selection",
     "crates/checkpoint_authority",
+    "crates/compute_backend",
+    "crates/episode_membership",
     "crates/membership_target",
-
 ]
 default-members = [
     "crates/evidence_core",
@@ -101,8 +102,9 @@ default-members = [
     "crates/interpretation_gateway",
     "crates/model_selection",
     "crates/checkpoint_authority",
+    "crates/compute_backend",
+    "crates/episode_membership",
     "crates/membership_target",
-
 ]
 
 [workspace.package]

diff --git a/DOCUMENTATION.md b/DOCUMENTATION.md
@@ -29,6 +29,7 @@ TEPP's approved PRD v0.4 and implementation plan are the primary product baselin
 | Foundation validation ledger | [`docs/validation/temporal-event-foundation.md`](docs/validation/temporal-event-foundation.md) |
 | Standards and APA 7 literature | [`docs/research/standards-and-literature.md`](docs/research/standards-and-literature.md) |
 | Operational log / source-separation doctoring | [`docs/research/operational-log-source-separation.md`](docs/research/operational-log-source-separation.md) |
+| Interval cutoff eligibility doctoring | [`docs/research/interval-cutoff-eligibility.md`](docs/research/interval-cutoff-eligibility.md) |
 | Governance | [`GOVERNANCE.md`](GOVERNANCE.md) |
 | Agent development rules | [`AGENTS.md`](AGENTS.md) |
 | Agent context | [`CLAUDE.md`](CLAUDE.md) |
@@ -37,6 +38,15 @@ TEPP's approved PRD v0.4 and implementation plan are the primary product baselin
 | Actions fleet research doctoring | [`docs/research/actions-workflow-fleet.md`](docs/research/actions-workflow-fleet.md) |
 | Mention-confidence Brier doctoring | [`docs/research/mention-confidence-brier.md`](docs/research/mention-confidence-brier.md) |
 | Event-intelligence status-gate doctoring | [`docs/research/event-intelligence-status-gates.md`](docs/research/event-intelligence-status-gates.md) |
+| VRAM budget / GPU fallback doctoring | [`docs/research/vram-budget-types.md`](docs/research/vram-budget-types.md) |
+| Causal-identification gate doctoring | [`docs/research/causal-identification-gate.md`](docs/research/causal-identification-gate.md) |
+| TDT story-segmentation `WindowDiff`/`Pk` doctoring | [`docs/research/tdt-story-segmentation.md`](docs/research/tdt-story-segmentation.md) |
+| CHRONOS prediction-calibration doctoring | [`docs/research/chronos-prediction-calibration.md`](docs/research/chronos-prediction-calibration.md) |
+| CHRONOS schema-slot calibration doctoring | [`docs/research/chronos-schema-slot-calibration.md`](docs/research/chronos-schema-slot-calibration.md) |
+| Event-tracking calibration doctoring | [`docs/research/event-tracking-calibration.md`](docs/research/event-tracking-calibration.md) |
+| Episode-membership identity doctoring | [`docs/research/episode-membership-identity.md`](docs/research/episode-membership-identity.md) |
+| Entity/project target SQL doctoring | [`docs/research/entity-project-sql.md`](docs/research/entity-project-sql.md) |
+| Scientific claim-promotion gate doctoring | [`docs/research/scientific-claim-promotion-gates.md`](docs/research/scientific-claim-promotion-gates.md) |
 | Retention/deletion/legal-hold doctoring | [`docs/research/retention-deletion-legal-hold.md`](docs/research/retention-deletion-legal-hold.md) |
 | Stopword-deletion doctoring | [`docs/research/stopword-deletion.md`](docs/research/stopword-deletion.md) |
 | Provider-payload minimization doctoring | [`docs/research/provider-payload-minimization.md`](docs/research/provider-payload-minimization.md) |
@@ -66,5 +76,81 @@ The documentation graph is **design-sufficient** when a reviewer can reconstruct
 
 It is **protected-main-sufficient** only after the canonical documents are integrated on protected `main`, remain semantically current with live code, and their required exact-head documentation/security/review gates pass. An active documentation PR can therefore be design-sufficient while the protected branch remains documentation-insufficient.
 
-At the time of this review, immutable evidence records/exact spans, the Rust workspace quality foundation, typed six-clock values/uncertain intervals (PR #8), Allen interval algebra and bounded path-consistency (PR #9), event ontology/membership, and PostgreSQL persistence through restore-integrity probes are implemented-main. The active-PR coverage gate in `prediction_contradiction` requires observed Allen coverage (`during`, `starts`, `finishes`, or `equals`) before unmatched predicted mass may be authorized for promotion; `refuse_promotion` is that authority and is not a contradiction-only filter. Coverage may authorize promotion; it does not convert a forecast into observed fact. Drafts #93, #94, #97, #101, #102, #104, #108, #109, #111, and #112 are superseded non-landable lineage. Remaining TDT/CHRONOS tasks, shared-latent topic estimation, GPU kernels, longitudinal ESEM/DSEM, visual analytics, production HTTP services, and deployment assurance stay accepted-target or deployment-owned.
-As of 2026-08-19, protected `main` at `7c29e7c971d7940e1fb3def1ed3aae2d1bc8ad4a`, immutable evidence records/exact spans, the Rust workspace quality foundation, typed six-clock values/uncertain intervals (merged PR #8), and Allen interval algebra/bounded path-consistency (merged PR #9) are implemented-main. Superseded PRs #5 and #6 remain historical lineage only and are not current-product claims. Shared-latent topic estimation, GPU kernels, TDT/CHRONOS intelligence, longitudinal ESEM/DSEM, visual analytics, production HTTP services, and deployment assurance remain later accepted-target or deployment-owned work unless a [`docs/TRACEABILITY.md`](docs/TRACEABILITY.md) row records a narrower implemented-main or partial subset. Unmerged or draft PRs are not implemented-main claims.
+At the time of this review, protected `main` at `7c29e7c971d7940e1fb3def1ed3aae2d1bc8ad4a` implements immutable evidence records/exact spans, the Rust workspace quality foundation, typed six-clock values/uncertain intervals (merged PR #8), Allen interval algebra and bounded path-consistency (merged PR #9), event ontology/membership, and PostgreSQL persistence through restore-integrity probes. Superseded PRs #5 and #6 remain historical lineage only, and drafts #93, #94, #97, #101, #102, #104, #108, #109, #111, and #112 are superseded non-landable lineage; unmerged or draft PRs are never implemented-main claims. The active-PR `prediction_contradiction` coverage gate requires observed Allen coverage (`during`, `starts`, `finishes`, or `equals`) before unmatched predicted mass may be authorized for promotion; `refuse_promotion` is that authority and not a contradiction-only filter — coverage may authorize promotion but does not convert a forecast into observed fact. Remaining TDT/CHRONOS intelligence, shared-latent topic estimation, GPU kernels, longitudinal ESEM/DSEM, visual analytics, production HTTP services, and deployment assurance stay accepted-target or deployment-owned unless a [`docs/TRACEABILITY.md`](docs/TRACEABILITY.md) row records a narrower implemented-main or partial subset.
+# TEPP Documentation Map
+
+TEPP's approved PRD v0.4 and implementation plan are the primary product baseline. This index makes the technical, data, scientific, security/privacy, integration, quality, operating, and assurance contracts discoverable without duplicating that source material.
+
+| Area | Canonical document |
+|---|---|
+| Approved product requirements | [`docs/product/prd-v0.4-approved.md`](docs/product/prd-v0.4-approved.md) |
+| Live product and technical gap baseline | [`docs/product-technical-gap-baseline.md`](docs/product-technical-gap-baseline.md) |
+| Whole-conversation documentation fitness | [`docs/DOCUMENTATION_ASSESSMENT.md`](docs/DOCUMENTATION_ASSESSMENT.md) |
+| Technical requirements | [`docs/TRD.md`](docs/TRD.md) |
+| Architecture | [`ARCHITECTURE.md`](ARCHITECTURE.md) |
+| Modular/API integration contract | [`docs/API_CONTRACT.md`](docs/API_CONTRACT.md) |
+| naruon modular consumer contract | [`docs/connectors/naruon-artifact-consumer.md`](docs/connectors/naruon-artifact-consumer.md) |
+| contextual-orchestrator interpretation port | [`docs/connectors/contextual-orchestrator-interpretation-port.md`](docs/connectors/contextual-orchestrator-interpretation-port.md) |
+| UML/runtime/scientific flows | [`docs/UML.md`](docs/UML.md) |
+| Logical/physical ERD | [`docs/ERD.md`](docs/ERD.md) |
+| Security policy | [`SECURITY.md`](SECURITY.md) |
+| Threat model | [`docs/THREAT_MODEL.md`](docs/THREAT_MODEL.md) |
+| Privacy and data governance | [`docs/PRIVACY_DATA_GOVERNANCE.md`](docs/PRIVACY_DATA_GOVERNANCE.md) |
+| Compliance/assurance readiness | [`docs/COMPLIANCE_READINESS.md`](docs/COMPLIANCE_READINESS.md) |
+| LLM orchestration/test-time compute | [`docs/LLM_ORCHESTRATION.md`](docs/LLM_ORCHESTRATION.md) |
+| Test/scientific validation strategy | [`docs/TEST_STRATEGY.md`](docs/TEST_STRATEGY.md) |
+| Operability/recovery/release | [`docs/OPERABILITY.md`](docs/OPERABILITY.md) |
+| Requirement/research/evidence traceability | [`docs/TRACEABILITY.md`](docs/TRACEABILITY.md) |
+| Architecture decision index / ownership map | [`docs/adr/README.md`](docs/adr/README.md) |
+| ADR status, maturity, and supersession policy | [`docs/adr/ADR_POLICY.md`](docs/adr/ADR_POLICY.md) |
+| Delivery roadmap | [`docs/roadmaps/2026-08-05-tepp-delivery-roadmap.md`](docs/roadmaps/2026-08-05-tepp-delivery-roadmap.md) |
+| Foundation implementation plan | [`docs/superpowers/plans/2026-08-05-temporal-event-foundation.md`](docs/superpowers/plans/2026-08-05-temporal-event-foundation.md) |
+| Foundation validation ledger | [`docs/validation/temporal-event-foundation.md`](docs/validation/temporal-event-foundation.md) |
+| Standards and APA 7 literature | [`docs/research/standards-and-literature.md`](docs/research/standards-and-literature.md) |
+| Operational log / source-separation doctoring | [`docs/research/operational-log-source-separation.md`](docs/research/operational-log-source-separation.md) |
+| Interval cutoff eligibility doctoring | [`docs/research/interval-cutoff-eligibility.md`](docs/research/interval-cutoff-eligibility.md) |
+| Governance | [`GOVERNANCE.md`](GOVERNANCE.md) |
+| Agent development rules | [`AGENTS.md`](AGENTS.md) |
+| Agent context | [`CLAUDE.md`](CLAUDE.md) |
+| Hourly NIM product-development operations | [`docs/operations/HOURLY_NIM_PRODUCT_DEVELOPMENT.md`](docs/operations/HOURLY_NIM_PRODUCT_DEVELOPMENT.md) |
+| Actions workflow fleet audit | [`docs/operations/ACTIONS_WORKFLOW_FLEET.md`](docs/operations/ACTIONS_WORKFLOW_FLEET.md) |
+| Actions fleet research doctoring | [`docs/research/actions-workflow-fleet.md`](docs/research/actions-workflow-fleet.md) |
+| Mention-confidence Brier doctoring | [`docs/research/mention-confidence-brier.md`](docs/research/mention-confidence-brier.md) |
+| Event-intelligence status-gate doctoring | [`docs/research/event-intelligence-status-gates.md`](docs/research/event-intelligence-status-gates.md) |
+| VRAM budget / GPU fallback doctoring | [`docs/research/vram-budget-types.md`](docs/research/vram-budget-types.md) |
+| Causal-identification gate doctoring | [`docs/research/causal-identification-gate.md`](docs/research/causal-identification-gate.md) |
+| TDT story-segmentation `WindowDiff`/`Pk` doctoring | [`docs/research/tdt-story-segmentation.md`](docs/research/tdt-story-segmentation.md) |
+| CHRONOS prediction-calibration doctoring | [`docs/research/chronos-prediction-calibration.md`](docs/research/chronos-prediction-calibration.md) |
+| CHRONOS schema-slot calibration doctoring | [`docs/research/chronos-schema-slot-calibration.md`](docs/research/chronos-schema-slot-calibration.md) |
+| Event-tracking calibration doctoring | [`docs/research/event-tracking-calibration.md`](docs/research/event-tracking-calibration.md) |
+| Episode-membership identity doctoring | [`docs/research/episode-membership-identity.md`](docs/research/episode-membership-identity.md) |
+| Entity/project target SQL doctoring | [`docs/research/entity-project-sql.md`](docs/research/entity-project-sql.md) |
+| Scientific claim-promotion gate doctoring | [`docs/research/scientific-claim-promotion-gates.md`](docs/research/scientific-claim-promotion-gates.md) |
+| Retention/deletion/legal-hold doctoring | [`docs/research/retention-deletion-legal-hold.md`](docs/research/retention-deletion-legal-hold.md) |
+| Stopword-deletion doctoring | [`docs/research/stopword-deletion.md`](docs/research/stopword-deletion.md) |
+| Provider-payload minimization doctoring | [`docs/research/provider-payload-minimization.md`](docs/research/provider-payload-minimization.md) |
+| Adaptive orchestration router doctoring | [`docs/research/adaptive-orchestration-router.md`](docs/research/adaptive-orchestration-router.md) |
+| Hourly NIM OpenCode doctoring | [`docs/doctoring/hourly-nim-opencode-development.md`](docs/doctoring/hourly-nim-opencode-development.md) |
+| Corpus-split leakage-audit wire doctoring | [`docs/research/corpus-split-manifest-wire.md`](docs/research/corpus-split-manifest-wire.md) |
+| Unicode canonical-identity doctoring | [`docs/research/unicode-canonical-identity.md`](docs/research/unicode-canonical-identity.md) |
+| Change history | [`CHANGELOG.md`](CHANGELOG.md) |
+
+## Maturity vocabulary
+
+The canonical implementation-maturity vocabulary is defined in [`docs/adr/ADR_POLICY.md`](docs/adr/ADR_POLICY.md) and promotion evidence in [`docs/TRACEABILITY.md`](docs/TRACEABILITY.md). In particular, **an ADR with decision status `Accepted` is not automatically implemented or shipped.**
+
+- **implemented-main** — source is integrated on protected `main` and the relevant exact-current-head tests, scientific/recovery/validation evidence, security and supply-chain gates, and qualifying review required by live policy pass.
+- **active-PR** — implementation exists only on an open PR and is not a protected-main claim.
+- **partial** — an explicitly identified subset is implemented on protected main while the rest remains target work.
+- **accepted-target** — accepted PRD/ADR architecture not yet integrated.
+- **research-only** — evaluated research direction not accepted as production behavior.
+- **out-of-scope** — explicitly outside TEPP ownership.
+- **conceptual** — logical entity/service/model contract; not evidence of a migration or deployment.
+- **deployment-owned** — evidence depends on a concrete deployed environment or organization and cannot be claimed by repository design alone.
+- **external-assurance** — certification, attestation, legal opinion, or other independent assessment that TEPP cannot self-issue.
+
+## Documentation fitness
+
+The documentation graph is **design-sufficient** when a reviewer can reconstruct TEPP's product requirements, technical/scientific estimands, authority boundaries, temporal/event/membership semantics, data model, failure modes, security/privacy controls, validation strategy, API/integration contract, operability, research basis, ADR ownership/supersession, and release acceptance without chat history.
+
+It is **protected-main-sufficient** only after the canonical documents are integrated on protected `main`, remain semantically current with live code, and their required exact-head documentation/security/review gates pass. An active documentation PR can therefore be design-sufficient while the protected branch remains documentation-insufficient.